Matrix Computations
Gene H. Golub
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Gaussian Processes for Machine Learning
Carl Edward (University of Cambridge) Rasmussen
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Linear Algebra and Learning from Data
Gilbert (Massachusetts Institute of Technology) Strang
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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Escape from Model Land : How Mathematical Models Can Lead Us Astray and What We Can Do About It
Erica Thompson
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The Princeton Companion to Applied Mathematics
Nicholas J. Higham
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Outnumbered : From Facebook and Google to Fake News and Filter-bubbles - The Algorithms That Control Our Lives
David Sumpter
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An Introduction to the Bootstrap
Bradley (Stanford University, Palo Alto, California, USA) Efron
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Financial Modelling with Jump Processes
Rama (Mathematical Institute, University of Oxford, UK) Cont
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Computational Science and Engineering
Gilbert (Massachusetts Institute of Technology) Strang
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The Primacy of Doubt : From climate change to quantum physics, how the science of uncertainty can help predict and understand our chaotic world
Tim (Royal Society Research Professor in Climate Physics, Roya Palmer
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A Biologist's Guide to Mathematical Modeling in Ecology and Evolution
Sarah P. Otto
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Ecological Models and Data in R
Benjamin M. Bolker
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Linear Algebra for Everyone
Gilbert (Massachusetts Institute of Technology) Strang
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Stochastic Methods : A Handbook for the Natural and Social Sciences
Crispin Gardiner
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Technical Analysis of Stock Trends
Robert D. Edwards
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Differential Equations with Applications and Historical Notes
George F. (Colorado College, Colorado Springs, USA) Simmons
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Measure Theory and Fine Properties of Functions, Revised Edition
Lawrence Craig (University of California, Berkeley, California, Evans
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Networks
Mark (Anatol Rapoport Distinguished University Professor of Ph Newman
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Arbitrage Theory in Continuous Time
Tomas (Professor of Mathematical Finance, Professor of Mathemat Bjork
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Regression Modeling Strategies : With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
Jr., Frank E. Harrell
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An Introduction to the Mathematics of Financial Derivatives
Ali (Columbia University, New York; and New York University, Ne Hirsa
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Category Theory for the Sciences
David I. (Research Scientist, Massachusetts Institute of Techn Spivak
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An Intermediate Course in Probability
Allan Gut
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